Publications by the researcher in collaboration with Gorka Epelde Unanue (7)

2024

  1. Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis

    BMC Medical Informatics and Decision Making, Vol. 24, Núm. 1

2023

  1. Effect of incorporating metadata to the generation of synthetic time series in a healthcare context

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  2. Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions

    Methods of Information in Medicine, Vol. 62, Núm. 2, pp. E19-E38

2022

  1. Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles

    ACM International Conference Proceeding Series

  2. Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain

    Electronics (Switzerland), Vol. 11, Núm. 5

  3. Synthetic Subject Generation with Coupled Coherent Time Series Data †

    Engineering Proceedings, Vol. 18, Núm. 1

  4. Synthetic data generation for tabular health records: A systematic review

    Neurocomputing